Johnson变换系统是一种统计方法,用于将非高斯分布数据转换为高斯分布,反之亦可。此技术在信号处理与数据分析中广泛应用,有助于提升模型预测精度和简化复杂性分析。
参考文献如下:
- Hill, I. D., 1976. Algorithm AS 100: Normal-Johnson and Johnson-Normal Transformations. Journal of the Royal Statistical Society. Series C (Applied Statistics) 25(2): 190-192.
- Hill, I. D., R. Hill, 和 R. L. Holder,1976. Algorithm AS 99: Fitting Johnson 曲线 by moments. Journal of the Royal Statistical Society. Series C (Applied Statistics) 25(2): 180-189.
- Johnson, N. L., 1949. Systems of frequency curves generated by methods of translation. Biometrika。